/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Q.63 Sharks Here are the lengths in f... [FREE SOLUTION] | 91Ó°ÊÓ

91Ó°ÊÓ

Sharks Here are the lengths in feet of 44great white - sharks:


(a) Enter these data into your calculator and make a histogram. Then calculate one-variable statistics. Describe the shape, center, and spread of the distribution of shark lengths.

(b) Calculate the percent of observations that fall within one, two, and three standard deviations of the mean. How do these results compare with the 68-95-99.7rule?

(c) Use your calculator to construct a Normal probability plot. Interpret this plot.

(d) Having inspected the data from several different perspectives, do you think these data are approximately Normal? Write a brief summary of your assessment that combines your findings from (a) through (c).

Short Answer

Expert verified

a). Shape: symmetric and roughly bell-shaped.

Center: Mean is 15.5884and median is 15.75

Spread: standard deviation is 2.5499.

b). One standard deviations =68.2%.

Two standard deviations =95.5%.

Threestandard deviations =100%.

c). Except for one small and one huge shark length, the figure is reasonably linear, demonstrating that the Normal distribution is reasonable.

d). The histogram was roughly bell-shaped, and the normal probability plot was roughly normal.

Step by step solution

01

Part (a) Step 1: Given Information

Given data:

02

Part (a) Step 2: Explanation

The following are descriptive statistics and a histogram:

Shark lengths are nearly symmetric, peaking at 16, and range from 9.40feet to 22.8feet.

Shape: symmetric and roughly bell-shaped.

Center: Mean is 15.5884 and median is 15.75.

Spread: standard deviation is 2.5499.

03

Part (b) Step 1: Given Information

Given data:

04

Part (b) Step 2: Explanation

Mean, x¯=15.586

Sample standard deviation, s=2.550

x¯-s=13.036

x¯+s=18.136

Percent of interval

(68.26%)68.2%

x¯-2s=10.487

x¯+2s=20.686

Percent of interval

(95.44%)95.5%

x¯-3s=7.937

x¯+3s=23.236

Percent of interval

(99.73%)100.0%

According to the 68-95-99.7rule, approximately 68.2%of the data values fall within one standard deviation. 95.5%of the data values fall within two standard deviations, and 100% of the data values fall within three standard deviations of the mean.

05

Part (c) Step 1: Given Information

Given data:

06

Part (c) Step 2: Explanation

The following is a Minitab normal probability plot:

Except for one small and one huge shark length, the figure is reasonably linear, demonstrating that the Normal distribution is reasonable.

07

Part (d) Step 1: Given Information

Given data:

08

Part (d) Step 2: Explanation

The results of parts (a), (b), and (c) show that shark lengths are about average.

The histogram was roughly bell-shaped, and the normal probability plot was roughly normal.

Unlock Step-by-Step Solutions & Ace Your Exams!

  • Full Textbook Solutions

    Get detailed explanations and key concepts

  • Unlimited Al creation

    Al flashcards, explanations, exams and more...

  • Ads-free access

    To over 500 millions flashcards

  • Money-back guarantee

    We refund you if you fail your exam.

Over 30 million students worldwide already upgrade their learning with 91Ó°ÊÓ!

One App. One Place for Learning.

All the tools & learning materials you need for study success - in one app.

Get started for free

Most popular questions from this chapter

R2.8 Working backward

(a) Find the number zat the 80th percentile of a standard Normal distribution.

(b) Find the number localid="1649404103275" zsuch that localid="1649404108890" 35%of all observations from a standard Normal distribution are greater than localid="1649404115271" z.

- Use Table A to find the percentile of a value from any Normal distribution and the value that corresponds to a given percentile.

Teacher raises A school system employs teachers at salaries between \(28,000 and \)60,000. The teachers’ union and the school board are negotiating the form of next year’s increase in the salary schedule.

(a) If every teacher is given a flat \(1000 raise, what will this do to the mean salary? To the median salary? Explain your answers.

(b) What would a flat\)1000 raise do to the extremes and quartiles of the salary distribution? To the standard deviation of teachers’ salaries? Explain your answers.

Which of the following is least likely to have a nearly Normal distribution?

(a) Heights of all female students taking STAT 001 at State Tech.

(b) IQ scores of all students taking STAT 001 at State Tech.

(c) SAT Math scores of all students taking STAT 001 at State Tech.

(d) Family incomes of all students taking STAT 001 at State Tech.

(e) All of (a)–(d) will be approximately Normal.

A study recorded the amount of oil recovered from the 64wells in an oil field. Here are descriptive statistics for that set of data from Minitab

What the mean means The figure below is a density curve. Trace the curve onto your paper.

(a) Mark the approximate location of the median. Justify your choice of location.

(b) Mark the approximate location of the mean. Justify your choice of location.

Use the 68-95-99.7 rule to estimate the percent of observations from a Normal distribution that fall in an interval involving points one, two, or three standard deviations on either side of the mean.

See all solutions

Recommended explanations on Math Textbooks

View all explanations

What do you think about this solution?

We value your feedback to improve our textbook solutions.

Study anywhere. Anytime. Across all devices.